The mailbox stood open, a metal maw waiting to swallow its contents. Michael trudged over, kicking a small pebble down the sidewalk. His birthday. Another one. The card, with a whimsical design, was a punch to the gut. The absence of a name, the lack of personal touch, fueled the ache.

He threw the card into the overflowing trash can in his kitchen, the metallic clang a brief punctuation mark in the silence. The apartment felt suffocating, the walls closing in.

He sank into his armchair, the fabric worn and uninviting. He closed his eyes, imagining the celebrations he’d never have, the wishes unspoken, the warmth of belonging that was always just out of reach.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224